Dataset Versions
v1
2023-06-26 12:20am
Generated on Jun 25, 2023
1326 Total Images
View All Images
Dataset Split
Train Set 87%
1158Images
Valid Set 9%
114Images
Test Set 4%
54Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 1px
Noise: Up to 3% of pixels